Real ChatGPT answer · index seedbQp0IHuehPUcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
What are the current best practices for optimizing brand mentions inside generative engine chat interfaces like Perplexity and ChatGPT?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current best practices for optimizing brand mentions inside generative engine chat interfaces like Perplexity and ChatGPT?
4 real searches · 1 real-search pass
2026 generative engine optimization GEO brand visibility ChatGPT Perplexity research best practicesGoogle ↗
OBSERVEDOther / navigational
2026 generative engine optimization brand mentions ChatGPT Perplexity best practices citations content authority studyGoogle ↗
OBSERVEDInstruction
OpenAI ChatGPT search publisher guidance crawling citations search content recommendationsGoogle ↗
OBSERVEDOther / navigational
Perplexity publisher guidelines crawler content citations robots.txtGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
2026 generative engine optimization GEO brand visibility ChatGPT Perplexity research best practices Google ↗
2026 generative engine optimization brand mentions ChatGPT Perplexity best practices citations content authority study Google ↗
OpenAI ChatGPT search publisher guidance crawling citations search content recommendations Google ↗
Perplexity publisher guidelines crawler content citations robots.txt Google ↗
- Ghost citations: Why AI search cites your content, not your brand · searchengineland.com
- Brand depth determines what AI systems recommend · searchengineland.com
- [2606.20065] Generative Engine Optimization at Scale: Measuring Brand Visibility Across AI Search Engines · doi.org
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- Publishers and Developers - FAQ · help.openai.com
- Searching the web with ChatGPT · help.openai.com
- crawler documentation · docs.perplexity.ai
- Updated Guide – Perplexity Crawlers & AWS WAF Setup - Announcements · community.perplexity.ai
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
- GEO starts with the question, not the answer · axios.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 generative engine optimization GEO brand visibility ChatGPT Perplexity research best practices OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 generative engine optimization brand mentions ChatGPT Perplexity best practices citations content authority study OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
OpenAI ChatGPT search publisher guidance crawling citations search content recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Perplexity publisher guidelines crawler content citations robots.txt OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |